Overview

Brought to you by YData

Dataset statistics

Number of variables	22
Number of observations	899164
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	323.4 MiB
Average record size in memory	377.2 B

Variable types

Categorical	6
Numeric	12
Text	3
DateTime	1

Alerts

`RevLineCr` has constant value "0"	Constant
`ApprovalFY` is highly overall correlated with `IsFranchise` and 2 other fields	High correlation
`DisbursementGross` is highly overall correlated with `GrAppv` and 2 other fields	High correlation
`GrAppv` is highly overall correlated with `DisbursementGross` and 2 other fields	High correlation
`IsFranchise` is highly overall correlated with `ApprovalFY`	High correlation
`RetainedJob` is highly overall correlated with `ApprovalFY`	High correlation
`SBA_Appv` is highly overall correlated with `DisbursementGross` and 2 other fields	High correlation
`Term` is highly overall correlated with `DisbursementGross` and 2 other fields	High correlation
`UrbanRural` is highly overall correlated with `ApprovalFY`	High correlation
`NoEmp` is highly skewed (γ1 = 80.24824355)	Skewed
`CreateJob` is highly skewed (γ1 = 36.99135473)	Skewed
`RetainedJob` is highly skewed (γ1 = 36.85481184)	Skewed
`LoanNr_ChkDgt` has unique values	Unique
`NAICS` has 201948 (22.5%) zeros	Zeros
`CreateJob` has 629248 (70.0%) zeros	Zeros
`RetainedJob` has 440403 (49.0%) zeros	Zeros
`FranchiseCode` has 208835 (23.2%) zeros	Zeros

Reproduction

Analysis started	2025-02-10 10:13:52.176689
Analysis finished	2025-02-10 10:14:43.416760
Duration	51.24 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

MIS_Status
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.9 MiB

1	741345
0	157819

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	899164
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	741345	82.4%
0	157819	17.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	741345	82.4%
0	157819	17.6%

Most occurring characters

Value	Count	Frequency (%)
1	741345	82.4%
0	157819	17.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	741345	82.4%
0	157819	17.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	741345	82.4%
0	157819	17.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	741345	82.4%
0	157819	17.6%

LoanNr_ChkDgt
Real number (ℝ)

Unique

Distinct	899164
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.7726123 × 10⁹

Minimum	1.000014 × 10⁹
Maximum	9.996003 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 MiB

Quantile statistics

Minimum	1.000014 × 10⁹
5-th percentile	1.3484572 × 10⁹
Q1	2.5897575 × 10⁹
median	4.361439 × 10⁹
Q3	6.9046265 × 10⁹
95-th percentile	9.1648039 × 10⁹
Maximum	9.996003 × 10⁹
Range	8.995989 × 10⁹
Interquartile range (IQR)	4.314869 × 10⁹

Descriptive statistics

Standard deviation	2.538175 × 10⁹
Coefficient of variation (CV)	0.53182091
Kurtosis	-1.086499
Mean	4.7726123 × 10⁹
Median Absolute Deviation (MAD)	2.0134 × 10⁹
Skewness	0.3647571
Sum	4.2913612 × 10¹⁵
Variance	6.4423325 × 10¹⁸
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9996003010	1	< 0.1%
1000014003	1	< 0.1%
1000024006	1	< 0.1%
1000034009	1	< 0.1%
1000044001	1	< 0.1%
1000054004	1	< 0.1%
1000084002	1	< 0.1%
1000093009	1	< 0.1%
1000094005	1	< 0.1%
1000104006	1	< 0.1%
Other values (899154)	899154	> 99.9%

Value	Count	Frequency (%)
1000014003	1	< 0.1%
1000024006	1	< 0.1%
1000034009	1	< 0.1%
1000044001	1	< 0.1%
1000054004	1	< 0.1%
1000084002	1	< 0.1%
1000093009	1	< 0.1%
1000094005	1	< 0.1%
1000104006	1	< 0.1%
1000124001	1	< 0.1%

Value	Count	Frequency (%)
9996003010	1	< 0.1%
9995973006	1	< 0.1%
9995613003	1	< 0.1%
9995603000	1	< 0.1%
9995573004	1	< 0.1%
9995563001	1	< 0.1%
9995493004	1	< 0.1%
9995473009	1	< 0.1%
9995453003	1	< 0.1%
9995423005	1	< 0.1%

State
Text

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	43.7 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	1798328
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	IN
2nd row	IN
3rd row	IN
4th row	OK
5th row	FL

Value	Count	Frequency (%)
ca	130621	14.5%
tx	70462	7.8%
ny	57693	6.4%
fl	41213	4.6%
pa	35170	3.9%
oh	32622	3.6%
il	29669	3.3%
ma	25272	2.8%
mn	24374	2.7%
nj	24036	2.7%
Other values (41)	428032	47.6%

Most occurring characters

Value	Count	Frequency (%)
A	306178	17.0%
C	184959	10.3%
N	181729	10.1%
M	132551	7.4%
T	125074	7.0%
I	119519	6.6%
O	94908	5.3%
L	88820	4.9%
X	70462	3.9%
Y	68255	3.8%
Other values (14)	425873	23.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1798328	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	306178	17.0%
C	184959	10.3%
N	181729	10.1%
M	132551	7.4%
T	125074	7.0%
I	119519	6.6%
O	94908	5.3%
L	88820	4.9%
X	70462	3.9%
Y	68255	3.8%
Other values (14)	425873	23.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1798328	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	306178	17.0%
C	184959	10.3%
N	181729	10.1%
M	132551	7.4%
T	125074	7.0%
I	119519	6.6%
O	94908	5.3%
L	88820	4.9%
X	70462	3.9%
Y	68255	3.8%
Other values (14)	425873	23.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1798328	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	306178	17.0%
C	184959	10.3%
N	181729	10.1%
M	132551	7.4%
T	125074	7.0%
I	119519	6.6%
O	94908	5.3%
L	88820	4.9%
X	70462	3.9%
Y	68255	3.8%
Other values (14)	425873	23.7%

Zip
Real number (ℝ)

Distinct	33611
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53804.391

Minimum	0
Maximum	99999
Zeros	283
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.9 MiB

Quantile statistics

Minimum	0
5-th percentile	3838
Q1	27587
median	55410
Q3	83704
95-th percentile	95822
Maximum	99999
Range	99999
Interquartile range (IQR)	56117

Descriptive statistics

Standard deviation	31184.159
Coefficient of variation (CV)	0.5795839
Kurtosis	-1.3359893
Mean	53804.391
Median Absolute Deviation (MAD)	28206
Skewness	-0.16816663
Sum	4.8378972 × 10¹⁰
Variance	9.7245178 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10001	933	0.1%
90015	926	0.1%
93401	806	0.1%
90010	733	0.1%
33166	671	0.1%
90021	666	0.1%
59601	640	0.1%
65804	599	0.1%
3801	581	0.1%
59101	578	0.1%
Other values (33601)	892031	99.2%

Value	Count	Frequency (%)
0	283	< 0.1%
1	24	< 0.1%
2	11	< 0.1%
3	5	< 0.1%
4	5	< 0.1%
5	5	< 0.1%
6	4	< 0.1%
7	6	< 0.1%
8	15	< 0.1%
9	24	< 0.1%

Value	Count	Frequency (%)
99999	209	< 0.1%
99950	3	< 0.1%
99929	15	< 0.1%
99928	1	< 0.1%
99926	1	< 0.1%
99925	4	< 0.1%
99923	1	< 0.1%
99921	13	< 0.1%
99919	2	< 0.1%
99918	1	< 0.1%

UrbanRural
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.9 MiB

1	470654
0	323167
2	105343

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	899164
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	470654	52.3%
0	323167	35.9%
2	105343	11.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	470654	52.3%
0	323167	35.9%
2	105343	11.7%

Most occurring characters

Value	Count	Frequency (%)
1	470654	52.3%
0	323167	35.9%
2	105343	11.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	470654	52.3%
0	323167	35.9%
2	105343	11.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	470654	52.3%
0	323167	35.9%
2	105343	11.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	470654	52.3%
0	323167	35.9%
2	105343	11.7%

Bank
Text

Distinct	5803
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	61.9 MiB

Length

Max length	30
Median length	26
Mean length	23.159879
Min length	3

Characters and Unicode

Total characters	20824529
Distinct characters	54
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	923 ?
Unique (%)	0.1%

Sample

1st row	FIFTH THIRD BANK
2nd row	1ST SOURCE BANK
3rd row	GRANT COUNTY STATE BANK
4th row	1ST NATL BK & TR CO OF BROKEN
5th row	FLORIDA BUS. DEVEL CORP

Value	Count	Frequency (%)
bank	651608	18.5%
natl	318240	9.0%
assoc	306768	8.7%
of	142852	4.1%
national	125899	3.6%
america	100686	2.9%
association	84965	2.4%
fargo	63732	1.8%
wells	63650	1.8%
	52264	1.5%
Other values (3603)	1608268	45.7%

Most occurring characters

Value	Count	Frequency (%)
A	2762231	13.3%
	2620014	12.6%
N	2105500	10.1%
S	1520499	7.3%
O	1336993	6.4%
T	1181841	5.7%
C	1134642	5.4%
I	1061717	5.1%
E	923739	4.4%
L	922583	4.4%
Other values (44)	5254770	25.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	20824529	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	2762231	13.3%
	2620014	12.6%
N	2105500	10.1%
S	1520499	7.3%
O	1336993	6.4%
T	1181841	5.7%
C	1134642	5.4%
I	1061717	5.1%
E	923739	4.4%
L	922583	4.4%
Other values (44)	5254770	25.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	20824529	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	2762231	13.3%
	2620014	12.6%
N	2105500	10.1%
S	1520499	7.3%
O	1336993	6.4%
T	1181841	5.7%
C	1134642	5.4%
I	1061717	5.1%
E	923739	4.4%
L	922583	4.4%
Other values (44)	5254770	25.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	20824529	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	2762231	13.3%
	2620014	12.6%
N	2105500	10.1%
S	1520499	7.3%
O	1336993	6.4%
T	1181841	5.7%
C	1134642	5.4%
I	1061717	5.1%
E	923739	4.4%
L	922583	4.4%
Other values (44)	5254770	25.2%

BankState
Text

Distinct	57
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	43.7 MiB

Length

Max length	7
Median length	2
Mean length	2.0087081
Min length	2

Characters and Unicode

Total characters	1806158
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	OH
2nd row	IN
3rd row	IN
4th row	OK
5th row	FL

Value	Count	Frequency (%)
ca	118116	13.1%
nc	79514	8.8%
il	65908	7.3%
oh	58461	6.5%
sd	51095	5.7%
tx	47790	5.3%
ri	45366	5.0%
ny	39592	4.4%
va	29002	3.2%
de	24537	2.7%
Other values (47)	339783	37.8%

Most occurring characters

Value	Count	Frequency (%)
A	241398	13.4%
C	229604	12.7%
N	187751	10.4%
I	158854	8.8%
O	102604	5.7%
L	96914	5.4%
D	96078	5.3%
T	94941	5.3%
M	85034	4.7%
S	73385	4.1%
Other values (18)	439595	24.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1806158	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	241398	13.4%
C	229604	12.7%
N	187751	10.4%
I	158854	8.8%
O	102604	5.7%
L	96914	5.4%
D	96078	5.3%
T	94941	5.3%
M	85034	4.7%
S	73385	4.1%
Other values (18)	439595	24.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1806158	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	241398	13.4%
C	229604	12.7%
N	187751	10.4%
I	158854	8.8%
O	102604	5.7%
L	96914	5.4%
D	96078	5.3%
T	94941	5.3%
M	85034	4.7%
S	73385	4.1%
Other values (18)	439595	24.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1806158	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	241398	13.4%
C	229604	12.7%
N	187751	10.4%
I	158854	8.8%
O	102604	5.7%
L	96914	5.4%
D	96078	5.3%
T	94941	5.3%
M	85034	4.7%
S	73385	4.1%
Other values (18)	439595	24.3%

NAICS
Real number (ℝ)

Zeros

Distinct	1312
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	398660.95

Minimum	0
Maximum	928120
Zeros	201948
Zeros (%)	22.5%
Negative	0
Negative (%)	0.0%
Memory size	6.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	235210
median	445310
Q3	561730
95-th percentile	811192
Maximum	928120
Range	928120
Interquartile range (IQR)	326520

Descriptive statistics

Standard deviation	263318.31
Coefficient of variation (CV)	0.66050691
Kurtosis	-1.0476526
Mean	398660.95
Median Absolute Deviation (MAD)	176300
Skewness	-0.26287834
Sum	3.5846157 × 10¹¹
Variance	6.9336534 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	201948	22.5%
722110	27989	3.1%
722211	19448	2.2%
811111	14585	1.6%
621210	14048	1.6%
624410	10111	1.1%
812112	9230	1.0%
561730	8935	1.0%
621310	8733	1.0%
812320	7894	0.9%
Other values (1302)	576243	64.1%

Value	Count	Frequency (%)
0	201948	22.5%
111110	32	< 0.1%
111120	3	< 0.1%
111130	1	< 0.1%
111140	94	< 0.1%
111150	49	< 0.1%
111160	2	< 0.1%
111191	3	< 0.1%
111199	7	< 0.1%
111211	16	< 0.1%

Value	Count	Frequency (%)
928120	32	< 0.1%
928110	4	< 0.1%
927110	1	< 0.1%
926150	10	< 0.1%
926140	6	< 0.1%
926130	3	< 0.1%
926120	5	< 0.1%
926110	6	< 0.1%
925120	1	< 0.1%
925110	3	< 0.1%

NoEmp
Real number (ℝ)

Skewed

Distinct	599
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.411353

Minimum	0
Maximum	9999
Zeros	6631
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	6.9 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	10
95-th percentile	40
Maximum	9999
Range	9999
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	74.108196
Coefficient of variation (CV)	6.4942514
Kurtosis	7965.2886
Mean	11.411353
Median Absolute Deviation (MAD)	3
Skewness	80.248244
Sum	10260678
Variance	5492.0248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	154254	17.2%
2	138297	15.4%
3	90674	10.1%
4	73644	8.2%
5	60319	6.7%
6	45759	5.1%
10	31536	3.5%
7	31495	3.5%
8	31361	3.5%
12	20822	2.3%
Other values (589)	221003	24.6%

Value	Count	Frequency (%)
0	6631	0.7%
1	154254	17.2%
2	138297	15.4%
3	90674	10.1%
4	73644	8.2%
5	60319	6.7%
6	45759	5.1%
7	31495	3.5%
8	31361	3.5%
9	18131	2.0%

Value	Count	Frequency (%)
9999	4	< 0.1%
9992	1	< 0.1%
9945	1	< 0.1%
9090	1	< 0.1%
9000	2	< 0.1%
8500	1	< 0.1%
8041	1	< 0.1%
8018	1	< 0.1%
8000	7	< 0.1%
7999	1	< 0.1%

NewExist
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.6 MiB

1.0	645903
2.0	253261

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2697492
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	645903	71.8%
2.0	253261	28.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	645903	71.8%
2.0	253261	28.2%

Most occurring characters

Value	Count	Frequency (%)
.	899164	33.3%
0	899164	33.3%
1	645903	23.9%
2	253261	9.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2697492	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	899164	33.3%
0	899164	33.3%
1	645903	23.9%
2	253261	9.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2697492	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	899164	33.3%
0	899164	33.3%
1	645903	23.9%
2	253261	9.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2697492	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	899164	33.3%
0	899164	33.3%
1	645903	23.9%
2	253261	9.4%

CreateJob
Real number (ℝ)

Skewed Zeros

Distinct	246
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.4303764

Minimum	0
Maximum	8800
Zeros	629248
Zeros (%)	70.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	10
Maximum	8800
Range	8800
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	236.68817
Coefficient of variation (CV)	28.075634
Kurtosis	1369.911
Mean	8.4303764
Median Absolute Deviation (MAD)	0
Skewness	36.991355
Sum	7580291
Variance	56021.288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	629248	70.0%
1	63174	7.0%
2	57831	6.4%
3	28806	3.2%
4	20511	2.3%
5	18691	2.1%
10	11602	1.3%
6	11009	1.2%
8	7378	0.8%
7	6374	0.7%
Other values (236)	44540	5.0%

Value	Count	Frequency (%)
0	629248	70.0%
1	63174	7.0%
2	57831	6.4%
3	28806	3.2%
4	20511	2.3%
5	18691	2.1%
6	11009	1.2%
7	6374	0.7%
8	7378	0.8%
9	3330	0.4%

Value	Count	Frequency (%)
8800	648	0.1%
5621	1	< 0.1%
5199	1	< 0.1%
5085	1	< 0.1%
3500	1	< 0.1%
3100	1	< 0.1%
3000	4	< 0.1%
2515	1	< 0.1%
2140	1	< 0.1%
2020	1	< 0.1%

RetainedJob
Real number (ℝ)

High correlation Skewed Zeros

Distinct	358
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.797257

Minimum	0
Maximum	9500
Zeros	440403
Zeros (%)	49.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	20
Maximum	9500
Range	9500
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	237.1206
Coefficient of variation (CV)	21.961188
Kurtosis	1362.0182
Mean	10.797257
Median Absolute Deviation (MAD)	1
Skewness	36.854812
Sum	9708505
Variance	56226.179
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	440403	49.0%
1	88790	9.9%
2	76851	8.5%
3	49963	5.6%
4	39666	4.4%
5	32627	3.6%
6	23796	2.6%
7	16530	1.8%
8	15698	1.7%
10	15438	1.7%
Other values (348)	99402	11.1%

Value	Count	Frequency (%)
0	440403	49.0%
1	88790	9.9%
2	76851	8.5%
3	49963	5.6%
4	39666	4.4%
5	32627	3.6%
6	23796	2.6%
7	16530	1.8%
8	15698	1.7%
9	8735	1.0%

Value	Count	Frequency (%)
9500	1	< 0.1%
8800	648	0.1%
7250	1	< 0.1%
5000	1	< 0.1%
4441	1	< 0.1%
4000	2	< 0.1%
3900	1	< 0.1%
3860	1	< 0.1%
3225	1	< 0.1%
3200	1	< 0.1%

FranchiseCode
Real number (ℝ)

Zeros

Distinct	2768
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2753.7259

Minimum	0
Maximum	99999
Zeros	208835
Zeros (%)	23.2%
Negative	0
Negative (%)	0.0%
Memory size	6.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	15805
Maximum	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	12758.019
Coefficient of variation (CV)	4.6330025
Kurtosis	24.409524
Mean	2753.7259
Median Absolute Deviation (MAD)	0
Skewness	4.9752152
Sum	2.4760512 × 10⁹
Variance	1.6276705 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	638554	71.0%
0	208835	23.2%
78760	3373	0.4%
68020	1921	0.2%
50564	1034	0.1%
21780	1003	0.1%
25650	715	0.1%
79140	659	0.1%
22470	615	0.1%
17998	606	0.1%
Other values (2758)	41849	4.7%

Value	Count	Frequency (%)
0	208835	23.2%
1	638554	71.0%
3	12	< 0.1%
395	5	< 0.1%
399	3	< 0.1%
400	2	< 0.1%
401	12	< 0.1%
404	1	< 0.1%
407	34	< 0.1%
414	2	< 0.1%

Value	Count	Frequency (%)
99999	1	< 0.1%
92006	4	< 0.1%
92000	9	< 0.1%
91999	11	< 0.1%
91450	2	< 0.1%
91446	1	< 0.1%
91443	2	< 0.1%
91435	1	< 0.1%
91424	1	< 0.1%
91423	2	< 0.1%

IsFranchise
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.9 MiB

1	690329
0	208835

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	899164
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	690329	76.8%
0	208835	23.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	690329	76.8%
0	208835	23.2%

Most occurring characters

Value	Count	Frequency (%)
1	690329	76.8%
0	208835	23.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	690329	76.8%
0	208835	23.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	690329	76.8%
0	208835	23.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	690329	76.8%
0	208835	23.2%

Term
Real number (ℝ)

High correlation

Distinct	412
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110.77308

Minimum	0
Maximum	569
Zeros	810
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.9 MiB

Quantile statistics

Minimum	0
5-th percentile	16
Q1	60
median	84
Q3	120
95-th percentile	300
Maximum	569
Range	569
Interquartile range (IQR)	60

Descriptive statistics

Standard deviation	78.857305
Coefficient of variation (CV)	0.7118815
Kurtosis	0.18570424
Mean	110.77308
Median Absolute Deviation (MAD)	33
Skewness	1.1209258
Sum	99603164
Variance	6218.4746
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
84	230162	25.6%
60	89945	10.0%
240	85982	9.6%
120	77654	8.6%
300	44727	5.0%
180	28164	3.1%
36	19800	2.2%
12	17095	1.9%
48	15621	1.7%
72	9419	1.0%
Other values (402)	280595	31.2%

Value	Count	Frequency (%)
0	810	0.1%
1	1608	0.2%
2	1809	0.2%
3	2112	0.2%
4	2173	0.2%
5	1866	0.2%
6	3054	0.3%
7	1761	0.2%
8	1693	0.2%
9	1875	0.2%

Value	Count	Frequency (%)
569	1	< 0.1%
527	1	< 0.1%
511	1	< 0.1%
505	1	< 0.1%
481	1	< 0.1%
480	1	< 0.1%
461	1	< 0.1%
449	1	< 0.1%
445	1	< 0.1%
443	1	< 0.1%

RevLineCr
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.9 MiB

0	899164

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	899164
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	899164	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	899164	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	899164	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	899164	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	899164	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	899164	100.0%

LowDoc
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.9 MiB

0	788829
1	110335

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	899164
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	788829	87.7%
1	110335	12.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	788829	87.7%
1	110335	12.3%

Most occurring characters

Value	Count	Frequency (%)
0	788829	87.7%
1	110335	12.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	788829	87.7%
1	110335	12.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	788829	87.7%
1	110335	12.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	899164	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	788829	87.7%
1	110335	12.3%

DisbursementGross
Real number (ℝ)

High correlation

Distinct	118859
Distinct (%)	13.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	201154.02

Minimum	0
Maximum	11446325
Zeros	196
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.9 MiB

Quantile statistics

Minimum	0
5-th percentile	10000
Q1	42000
median	100000
Q3	238000
95-th percentile	761892.5
Maximum	11446325
Range	11446325
Interquartile range (IQR)	196000

Descriptive statistics

Standard deviation	287640.85
Coefficient of variation (CV)	1.4299533
Kurtosis	35.088599
Mean	201154.02
Median Absolute Deviation (MAD)	70000
Skewness	3.9409921
Sum	1.8087045 × 10¹¹
Variance	8.2737259 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50000	43787	4.9%
100000	36714	4.1%
25000	27387	3.0%
150000	23373	2.6%
10000	21328	2.4%
35000	14748	1.6%
5000	14193	1.6%
75000	13528	1.5%
20000	13462	1.5%
30000	12696	1.4%
Other values (118849)	677948	75.4%

Value	Count	Frequency (%)
0	196	< 0.1%
1	11	< 0.1%
2	3	< 0.1%
3	3	< 0.1%
4	3	< 0.1%
5	2	< 0.1%
6	4	< 0.1%
7	3	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
11446325	1	< 0.1%
11000000	1	< 0.1%
10465000	1	< 0.1%
9284449	1	< 0.1%
8995000	1	< 0.1%
8607858	1	< 0.1%
8602584	1	< 0.1%
7853275	1	< 0.1%
7699233	1	< 0.1%
7573881	1	< 0.1%

ApprovalDate
Date

Distinct	9859
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	6.9 MiB

Minimum	1961-12-07 00:00:00
Maximum	2014-06-25 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

ApprovalFY
Real number (ℝ)

High correlation

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2001.1436

Minimum	1962
Maximum	2014
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 MiB

Quantile statistics

Minimum	1962
5-th percentile	1991
Q1	1997
median	2002
Q3	2006
95-th percentile	2009
Maximum	2014
Range	52
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.9138459
Coefficient of variation (CV)	0.0029552332
Kurtosis	-0.092531047
Mean	2001.1436
Median Absolute Deviation (MAD)	4
Skewness	-0.58537855
Sum	1.7993562 × 10⁹
Variance	34.973573
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2005	77525	8.6%
2006	76040	8.5%
2007	71876	8.0%
2004	68290	7.6%
2003	58193	6.5%
1995	45758	5.1%
2002	44391	4.9%
1996	40112	4.5%
2008	39540	4.4%
1997	37748	4.2%
Other values (41)	339691	37.8%

Value	Count	Frequency (%)
1962	1	< 0.1%
1965	1	< 0.1%
1966	1	< 0.1%
1967	2	< 0.1%
1968	2	< 0.1%
1969	4	< 0.1%
1970	8	< 0.1%
1971	20	< 0.1%
1972	27	< 0.1%
1973	52	< 0.1%

Value	Count	Frequency (%)
2014	268	< 0.1%
2013	2458	0.3%
2012	5997	0.7%
2011	12608	1.4%
2010	16848	1.9%
2009	19126	2.1%
2008	39540	4.4%
2007	71876	8.0%
2006	76040	8.5%
2005	77525	8.6%

GrAppv
Real number (ℝ)

High correlation

Distinct	22128
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	192686.98

Minimum	200
Maximum	5472000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 MiB

Quantile statistics

Minimum	200
5-th percentile	10000
Q1	35000
median	90000
Q3	225000
95-th percentile	750000
Maximum	5472000
Range	5471800
Interquartile range (IQR)	190000

Descriptive statistics

Standard deviation	283263.39
Coefficient of variation (CV)	1.4700702
Kurtosis	21.018882
Mean	192686.98
Median Absolute Deviation (MAD)	65000
Skewness	3.5207901
Sum	1.7325719 × 10¹¹
Variance	8.0238149 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50000	69394	7.7%
25000	51258	5.7%
100000	50977	5.7%
10000	38366	4.3%
150000	27624	3.1%
20000	23434	2.6%
35000	23181	2.6%
30000	21004	2.3%
5000	19146	2.1%
15000	18472	2.1%
Other values (22118)	556308	61.9%

Value	Count	Frequency (%)
200	2	< 0.1%
300	1	< 0.1%
400	2	< 0.1%
500	33	< 0.1%
700	4	< 0.1%
800	4	< 0.1%
950	1	< 0.1%
1000	444	< 0.1%
1200	12	< 0.1%
1300	2	< 0.1%

Value	Count	Frequency (%)
5472000	1	< 0.1%
5000000	40	< 0.1%
4991700	1	< 0.1%
4950000	1	< 0.1%
4908500	1	< 0.1%
4900000	2	< 0.1%
4872000	1	< 0.1%
4869000	1	< 0.1%
4830000	1	< 0.1%
4800000	1	< 0.1%

SBA_Appv
Real number (ℝ)

High correlation

Distinct	38326
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	149488.79

Minimum	100
Maximum	5472000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 MiB

Quantile statistics

Minimum	100
5-th percentile	5000
Q1	21250
median	61250
Q3	175000
95-th percentile	626250
Maximum	5472000
Range	5471900
Interquartile range (IQR)	153750

Descriptive statistics

Standard deviation	228414.56
Coefficient of variation (CV)	1.5279712
Kurtosis	25.325514
Mean	149488.79
Median Absolute Deviation (MAD)	48750
Skewness	3.6752753
Sum	1.3441494 × 10¹¹
Variance	5.2173212 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25000	49579	5.5%
12500	40147	4.5%
5000	31135	3.5%
50000	25047	2.8%
10000	17009	1.9%
17500	16141	1.8%
15000	14490	1.6%
7500	12781	1.4%
127500	11946	1.3%
80000	10965	1.2%
Other values (38316)	669924	74.5%

Value	Count	Frequency (%)
100	2	< 0.1%
150	1	< 0.1%
200	2	< 0.1%
250	33	< 0.1%
350	4	< 0.1%
400	4	< 0.1%
475	1	< 0.1%
500	442	< 0.1%
600	12	< 0.1%
650	2	< 0.1%

Value	Count	Frequency (%)
5472000	1	< 0.1%
5000000	1	< 0.1%
4869000	1	< 0.1%
4582000	1	< 0.1%
4500000	23	< 0.1%
4492530	1	< 0.1%
4410000	1	< 0.1%
4320000	1	< 0.1%
4050000	4	< 0.1%
4000000	13	< 0.1%

Interactions

Correlations

	ApprovalFY	CreateJob	DisbursementGross	FranchiseCode	GrAppv	IsFranchise	LoanNr_ChkDgt	LowDoc	MIS_Status	NAICS	NewExist	NoEmp	RetainedJob	SBA_Appv	Term	UrbanRural	Zip
ApprovalFY	1.000	0.268	-0.222	-0.452	-0.300	0.644	-0.278	0.375	0.327	0.447	0.054	-0.226	0.546	-0.366	-0.297	0.659	-0.038
CreateJob	0.268	1.000	0.110	-0.054	0.093	0.046	-0.031	0.010	0.012	0.157	0.003	0.034	0.377	0.078	0.082	0.025	0.026
DisbursementGross	-0.222	0.110	1.000	0.204	0.965	0.030	0.102	0.051	0.031	-0.124	0.021	0.445	-0.070	0.936	0.521	0.040	0.115
FranchiseCode	-0.452	-0.054	0.204	1.000	0.259	0.131	0.392	0.036	0.022	-0.091	0.139	0.121	-0.263	0.285	0.196	0.013	0.031
GrAppv	-0.300	0.093	0.965	0.259	1.000	0.099	0.139	0.116	0.074	-0.147	0.050	0.455	-0.138	0.986	0.558	0.051	0.119
IsFranchise	0.644	0.046	0.030	0.131	0.099	1.000	0.479	0.206	0.240	0.206	0.049	0.000	0.046	0.090	0.215	0.280	0.093
LoanNr_ChkDgt	-0.278	-0.031	0.102	0.392	0.139	0.479	1.000	0.247	0.237	-0.050	0.086	0.075	-0.142	0.169	0.121	0.189	0.031
LowDoc	0.375	0.010	0.051	0.036	0.116	0.206	0.247	1.000	0.084	0.154	0.161	0.003	0.010	0.097	0.169	0.213	0.145
MIS_Status	0.327	0.012	0.031	0.022	0.074	0.240	0.237	0.084	1.000	0.148	0.019	0.004	0.013	0.070	0.491	0.210	0.080
NAICS	0.447	0.157	-0.124	-0.091	-0.147	0.206	-0.050	0.154	0.148	1.000	0.132	-0.154	0.271	-0.175	-0.081	0.432	-0.034
NewExist	0.054	0.003	0.021	0.139	0.050	0.049	0.086	0.161	0.019	0.132	1.000	0.003	0.003	0.041	0.123	0.041	0.123
NoEmp	-0.226	0.034	0.445	0.121	0.455	0.000	0.075	0.003	0.004	-0.154	0.003	1.000	0.124	0.449	0.200	0.010	0.059
RetainedJob	0.546	0.377	-0.070	-0.263	-0.138	0.046	-0.142	0.010	0.013	0.271	0.003	0.124	1.000	-0.205	-0.157	0.025	-0.026
SBA_Appv	-0.366	0.078	0.936	0.285	0.986	0.090	0.169	0.097	0.070	-0.175	0.041	0.449	-0.205	1.000	0.589	0.051	0.131
Term	-0.297	0.082	0.521	0.196	0.558	0.215	0.121	0.169	0.491	-0.081	0.123	0.200	-0.157	0.589	1.000	0.207	0.142
UrbanRural	0.659	0.025	0.040	0.013	0.051	0.280	0.189	0.213	0.210	0.432	0.041	0.010	0.025	0.051	0.207	1.000	0.126
Zip	-0.038	0.026	0.115	0.031	0.119	0.093	0.031	0.145	0.080	-0.034	0.123	0.059	-0.026	0.131	0.142	0.126	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	MIS_Status	LoanNr_ChkDgt	State	Zip	Bank	BankState	NAICS	NoEmp	NewExist	CreateJob	RetainedJob	FranchiseCode	IsFranchise	Term	LowDoc	DisbursementGross	ApprovalDate	ApprovalFY	GrAppv	SBA_Appv
0	1	1000014003	IN	47711	FIFTH THIRD BANK	OH	451120	4	2.0	0	0	1	1	84	1	60000.0	1997-02-28	1997	60000.0	48000.0
1	1	1000024006	IN	46526	1ST SOURCE BANK	IN	722410	2	2.0	0	0	1	1	60	1	40000.0	1997-02-28	1997	40000.0	32000.0
2	1	1000034009	IN	47401	GRANT COUNTY STATE BANK	IN	621210	7	1.0	0	0	1	1	180	0	287000.0	1997-02-28	1997	287000.0	215250.0
3	1	1000044001	OK	74012	1ST NATL BK & TR CO OF BROKEN	OK	0	2	1.0	0	0	1	1	60	1	35000.0	1997-02-28	1997	35000.0	28000.0
4	1	1000054004	FL	32801	FLORIDA BUS. DEVEL CORP	FL	0	14	1.0	7	7	1	1	240	0	229000.0	1997-02-28	1997	229000.0	229000.0
5	1	1000084002	CT	6062	TD BANK, NATIONAL ASSOCIATION	DE	332721	19	1.0	0	0	1	1	120	0	517000.0	1997-02-28	1997	517000.0	387750.0
6	0	1000093009	NJ	7083	WELLS FARGO BANK NATL ASSOC	SD	0	45	2.0	0	0	0	0	45	0	600000.0	1980-06-02	1980	600000.0	499998.0
7	1	1000094005	FL	34491	REGIONS BANK	AL	811118	1	2.0	0	0	1	1	84	1	45000.0	1997-02-28	1997	45000.0	36000.0
8	1	1000104006	FL	32456	CENTENNIAL BANK	FL	721310	2	2.0	0	0	1	1	297	0	305000.0	1997-02-28	1997	305000.0	228750.0
9	1	1000124001	CT	6073	WEBSTER BANK NATL ASSOC	CT	0	3	2.0	0	0	1	1	84	1	70000.0	1997-02-28	1997	70000.0	56000.0

	MIS_Status	LoanNr_ChkDgt	State	Zip	Bank	BankState	NAICS	NoEmp	NewExist	FranchiseCode	IsFranchise	Term	LowDoc	DisbursementGross	ApprovalDate	ApprovalFY	GrAppv	SBA_Appv
899154	1	9995423005	OH	44405	JPMORGAN CHASE BANK NATL ASSOC	IL	0	1	1.0	1	1	60	0	10000.0	1997-02-27	1997	10000.0	5000.0
899155	1	9995453003	NY	11420	FLUSHING BANK	NY	624410	2	1.0	1	1	180	0	123000.0	1997-02-27	1997	128000.0	96000.0
899156	1	9995473009	MD	21224	BANK OF AMERICA NATL ASSOC	MD	332431	20	1.0	1	1	60	0	50000.0	1997-02-27	1997	50000.0	25000.0
899157	1	9995493004	CA	92020	U.S. BANK NATIONAL ASSOCIATION	CA	314912	40	1.0	1	1	36	0	200000.0	1997-02-27	1997	200000.0	150000.0
899158	1	9995563001	TX	75062	LOANS FROM OLD CLOSED LENDERS	DC	0	5	2.0	1	1	84	1	79000.0	1997-02-27	1997	79000.0	63200.0
899159	1	9995573004	OH	43221	JPMORGAN CHASE BANK NATL ASSOC	IL	451120	6	1.0	1	1	60	0	70000.0	1997-02-27	1997	70000.0	56000.0
899160	1	9995603000	OH	43221	JPMORGAN CHASE BANK NATL ASSOC	IL	451130	6	1.0	1	1	60	0	85000.0	1997-02-27	1997	85000.0	42500.0
899161	1	9995613003	CA	93455	RABOBANK, NATIONAL ASSOCIATION	CA	332321	26	1.0	1	1	108	0	300000.0	1997-02-27	1997	300000.0	225000.0
899162	0	9995973006	HI	96830	BANK OF HAWAII	HI	0	6	1.0	1	1	60	1	75000.0	1997-02-27	1997	75000.0	60000.0
899163	1	9996003010	HI	96734	CENTRAL PACIFIC BANK	HI	0	1	2.0	1	1	48	0	30000.0	1997-02-27	1997	30000.0	24000.0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script